Your case is special and according to what I have read in your description, your APP can grow very fast. If your data will become in a historical database over time (no interaction/changes and only queries to find out values), maybe creating something like an API can be useful for you.
Take a look at this thread to understand my idea and possible solution (depending on case of course)
